Systems and methods for procedure planning using prehabilitation input

Currently, prehabilitation and pre-operative kinetic sensing is decoupled from surgical planning. Systems and methods are provided for procedure planning using data collected and provided by a prehabilitation (monitoring) system. Extrapolations (e.g. using a machine trained model or other approach)...

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Bibliographische Detailangaben
Hauptverfasser: HLADIO, Andre Novomir, SCHIPPER, Joseph Arthur
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:Currently, prehabilitation and pre-operative kinetic sensing is decoupled from surgical planning. Systems and methods are provided for procedure planning using data collected and provided by a prehabilitation (monitoring) system. Extrapolations (e.g. using a machine trained model or other approach) generate post-operative kinetic condition data predicting how the patient will move after surgery, based on the trends of their condition during prehabilitation, and the surgical intervention itself. A surgical plan optimized for the post-surgical kinetic condition of the patient may be generated and provided. The plan may be provided for display and/or to a surgical navigation or robotic system for the planned procedure. These and other aspects will be understood including a model, such as a neural network model, which is trained to provide the extrapolations.